📌 ML Pipeline & Lifecycle Easy Explained (Beginner Friendly) In this video, we break down the Machine Learning Pipeline and ML Lifecycle step-by-step in very simple language. Whether you’re a student, beginner, or preparing for interviews, this video will help you understand ML workflow from data collection to model deployment with real-time examples. 🔥 What You Will Learn What is Machine Learning Pipeline? ML Lifecycle explained with steps Data Collection → Data Preprocessing → Feature Engineering Model Training, Testing & Validation Model Deployment & Monitoring Real-time industry example Best practices in ML workflow ML interview-related concepts 🎯 Why This Video Is Important? These topics are most commonly asked in: ✔ ML Interviews ✔ Data Science Interviews ✔ AI/ML Projects ✔ College Viva & Presentations ✔ Kaggle & Hackathon ML Workflows 🔗 Follow Career Nest (Official Links) 👉 Telegram: 👉 LinkedIn: 👉 WhatsApp Channel: 👉 Contact Form: 📌 Keywords (Add in Tags Section) machine learning pipeline ml pipeline explained ml lifecycle tutorial machine learning lifecycle easy ml workflow steps data preprocessing in machine learning model training and testing ml machine learning tutorial for beginners ai ml tutorial in hindi machine learning full course ml pipeline real time example end to end machine learning project ml interview questions career nest ml machine learning explained 2025 ✅ SEO-Friendly YouTube Tags (use copy-paste) machine learning pipeline, ml pipeline, ml lifecycle, machine learning lifecycle, ml workflow, machine learning tutorial, ai tutorial, ml course, machine learning pipeline explained, ml lifecycle explained, data preprocessing, feature engineering, model training, ml deployment, machine learning beginner tutorial, ml interview preparation, ml steps explained, machine learning easy explanation, career nest